{"id":"W4403311710","doi":"10.1016/j.adro.2024.101651","title":"Prospective Trial on the Impact of Weekly Cone Beam Computed Tomography-Guided Correction on Mean Heart Dose in Breast Cancer Breath-Hold Radiation Therapy","year":2024,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Prospective cohort study; Cancer; Nuclear medicine; Radiology; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574745,0.0002438723,0.0004179831,0.0004394804,0.00006564717,0.00002579519,0.0001398661,0.0001073588,0.0001850925],"category_scores_gemma":[0.00001056703,0.0001804554,0.0001752397,0.0009131058,0.0001135256,0.0003792447,0.000009424095,0.0004010804,0.000002309731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009172994,"about_ca_system_score_gemma":0.0002253274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009436437,"about_ca_topic_score_gemma":0.00005716969,"domain_scores_codex":[0.998413,0.0002718906,0.000479922,0.0004031521,0.0001744358,0.000257611],"domain_scores_gemma":[0.9986965,0.0007174357,0.000255812,0.0002232174,0.00006691396,0.00004013329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01624526,0.001914399,0.2265246,0.00001449891,0.0003045755,0.000005331677,0.002592589,0.1098043,0.004200466,0.01000715,0.003728744,0.6246581],"study_design_scores_gemma":[0.05357194,0.01139812,0.8235585,0.0004947698,0.00004259391,0.00001994212,0.0003905284,0.05049497,0.02458629,0.01426097,0.02010887,0.00107252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847853,0.002633818,0.003225847,0.001528592,0.002202776,0.003222835,0.0001686213,0.0001832468,0.002049003],"genre_scores_gemma":[0.997266,0.001155233,0.0001586094,0.0001470615,0.0005614133,0.000608007,0.00004082285,0.00003274887,0.00003009909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6235856,"threshold_uncertainty_score":0.7358758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251358094940746,"score_gpt":0.3630488092633176,"score_spread":0.3505352283139101,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}